library(plyr)
-------------------------------------------------------------------------------------------------------
You have loaded plyr after dplyr - this is likely to cause problems.
If you need functions from both plyr and dplyr, please load plyr first, then dplyr:
library(plyr); library(dplyr)
-------------------------------------------------------------------------------------------------------

Attaching package: ‘plyr’

The following objects are masked from ‘package:dplyr’:

    arrange, count, desc, failwith, id, mutate, rename, summarise, summarize

The following object is masked from ‘package:purrr’:

    compact

check for star alignment stats

dim(gc_2ng)
[1] 26577   354

rename cols

colnames(gc_nextera)
  [1] "X"                     "A10_B003776_S166.homo" "A11_B003776_S167.homo" "A12_B003776_S168.homo"
  [5] "A13_B003776_S169.homo" "A14_B003776_S170.homo" "A15_B003776_S171.homo" "A16_B003776_S172.homo"
  [9] "A17_B003776_S173.homo" "A18_B003776_S174.homo" "A19_B003776_S175.homo" "A1_B003776_S157.homo" 
 [13] "A20_B003776_S176.homo" "A21_B003776_S177.homo" "A22_B003776_S178.homo" "A2_B003776_S158.homo" 
 [17] "A3_B003776_S159.homo"  "A4_B003776_S160.homo"  "A5_B003776_S161.homo"  "A6_B003776_S162.homo" 
 [21] "A7_B003776_S163.homo"  "A8_B003776_S164.homo"  "A9_B003776_S165.homo"  "B10_B003776_S190.homo"
 [25] "B11_B003776_S191.homo" "B12_B003776_S192.homo" "B13_B003776_S193.homo" "B14_B003776_S194.homo"
 [29] "B15_B003776_S195.homo" "B16_B003776_S196.homo" "B17_B003776_S197.homo" "B18_B003776_S198.homo"
 [33] "B19_B003776_S199.homo" "B1_B003776_S181.homo"  "B20_B003776_S200.homo" "B21_B003776_S201.homo"
 [37] "B22_B003776_S202.homo" "B2_B003776_S182.homo"  "B3_B003776_S183.homo"  "B4_B003776_S184.homo" 
 [41] "B5_B003776_S185.homo"  "B6_B003776_S186.homo"  "B7_B003776_S187.homo"  "B8_B003776_S188.homo" 
 [45] "B9_B003776_S189.homo"  "C10_B003776_S10.homo"  "C11_B003776_S11.homo"  "C12_B003776_S12.homo" 
 [49] "C13_B003776_S13.homo"  "C14_B003776_S14.homo"  "C15_B003776_S15.homo"  "C16_B003776_S16.homo" 
 [53] "C17_B003776_S17.homo"  "C18_B003776_S18.homo"  "C19_B003776_S19.homo"  "C1_B003776_S1.homo"   
 [57] "C20_B003776_S20.homo"  "C21_B003776_S21.homo"  "C22_B003776_S22.homo"  "C2_B003776_S2.homo"   
 [61] "C3_B003776_S207.homo"  "C4_B003776_S208.homo"  "C5_B003776_S209.homo"  "C6_B003776_S210.homo" 
 [65] "C7_B003776_S211.homo"  "C8_B003776_S212.homo"  "C9_B003776_S213.homo"  "D10_B003776_S238.homo"
 [69] "D11_B003776_S239.homo" "D12_B003776_S240.homo" "D13_B003776_S241.homo" "D14_B003776_S242.homo"
 [73] "D15_B003776_S243.homo" "D16_B003776_S244.homo" "D17_B003776_S245.homo" "D18_B003776_S246.homo"
 [77] "D19_B003776_S247.homo" "D1_B003776_S229.homo"  "D20_B003776_S248.homo" "D21_B003776_S249.homo"
 [81] "D22_B003776_S250.homo" "D2_B003776_S230.homo"  "D3_B003776_S231.homo"  "D4_B003776_S232.homo" 
 [85] "D5_B003776_S233.homo"  "D6_B003776_S234.homo"  "D7_B003776_S235.homo"  "D8_B003776_S236.homo" 
 [89] "D9_B003776_S237.homo"  "E10_B003776_S10.homo"  "E11_B003776_S11.homo"  "E12_B003776_S12.homo" 
 [93] "E13_B003776_S13.homo"  "E14_B003776_S14.homo"  "E15_B003776_S15.homo"  "E16_B003776_S16.homo" 
 [97] "E17_B003776_S17.homo"  "E18_B003776_S18.homo"  "E19_B003776_S19.homo"  "E1_B003776_S1.homo"   
[101] "E20_B003776_S20.homo"  "E21_B003776_S21.homo"  "E22_B003776_S22.homo"  "E2_B003776_S2.homo"   
[105] "E3_B003776_S255.homo"  "E4_B003776_S256.homo"  "E5_B003776_S257.homo"  "E6_B003776_S258.homo" 
[109] "E7_B003776_S259.homo"  "E8_B003776_S260.homo"  "E9_B003776_S261.homo"  "F10_B003776_S286.homo"
[113] "F11_B003776_S287.homo" "F12_B003776_S288.homo" "F13_B003776_S289.homo" "F14_B003776_S290.homo"
[117] "F15_B003776_S291.homo" "F16_B003776_S292.homo" "F17_B003776_S293.homo" "F18_B003776_S294.homo"
[121] "F19_B003776_S295.homo" "F1_B003776_S25.homo"   "F20_B003776_S296.homo" "F21_B003776_S297.homo"
[125] "F22_B003776_S298.homo" "F2_B003776_S26.homo"   "F3_B003776_S27.homo"   "F4_B003776_S28.homo"  
[129] "F5_B003776_S281.homo"  "F6_B003776_S282.homo"  "F7_B003776_S283.homo"  "F8_B003776_S284.homo" 
[133] "F9_B003776_S285.homo"  "G10_B003776_S10.homo"  "G11_B003776_S107.homo" "G12_B003776_S108.homo"
[137] "G13_B003776_S109.homo" "G14_B003776_S110.homo" "G15_B003776_S111.homo" "G16_B003776_S112.homo"
[141] "G17_B003776_S113.homo" "G18_B003776_S114.homo" "G19_B003776_S115.homo" "G1_B003776_S1.homo"   
[145] "G20_B003776_S116.homo" "G21_B003776_S117.homo" "G22_B003776_S118.homo" "G2_B003776_S2.homo"   
[149] "G3_B003776_S3.homo"    "G4_B003776_S100.homo"  "G5_B003776_S101.homo"  "G6_B003776_S102.homo" 
[153] "G7_B003776_S103.homo"  "G8_B003776_S104.homo"  "G9_B003776_S105.homo"  "H10_B003776_S130.homo"
[157] "H11_B003776_S131.homo" "H12_B003776_S132.homo" "H13_B003776_S133.homo" "H14_B003776_S134.homo"
[161] "H15_B003776_S135.homo" "H16_B003776_S136.homo" "H17_B003776_S137.homo" "H18_B003776_S138.homo"
[165] "H19_B003776_S139.homo" "H1_B003776_S121.homo"  "H20_B003776_S140.homo" "H21_B003776_S141.homo"
[169] "H22_B003776_S142.homo" "H2_B003776_S122.homo"  "H3_B003776_S123.homo"  "H4_B003776_S124.homo" 
[173] "H5_B003776_S125.homo"  "H6_B003776_S126.homo"  "H7_B003776_S127.homo"  "H8_B003776_S128.homo" 
[177] "H9_B003776_S129.homo"  "I10_B003776_S106.homo" "I11_B003776_S107.homo" "I12_B003776_S108.homo"
[181] "I13_B003776_S109.homo" "I14_B003776_S110.homo" "I15_B003776_S111.homo" "I16_B003776_S112.homo"
[185] "I17_B003776_S113.homo" "I18_B003776_S114.homo" "I19_B003776_S115.homo" "I1_B003776_S145.homo" 
[189] "I20_B003776_S116.homo" "I21_B003776_S117.homo" "I22_B003776_S118.homo" "I2_B003776_S146.homo" 
[193] "I3_B003776_S147.homo"  "I4_B003776_S100.homo"  "I5_B003776_S101.homo"  "I6_B003776_S102.homo" 
[197] "I7_B003776_S103.homo"  "I8_B003776_S104.homo"  "I9_B003776_S105.homo"  "J10_B003776_S130.homo"
[201] "J11_B003776_S131.homo" "J12_B003776_S132.homo" "J13_B003776_S133.homo" "J14_B003776_S134.homo"
[205] "J15_B003776_S135.homo" "J16_B003776_S136.homo" "J17_B003776_S137.homo" "J18_B003776_S138.homo"
[209] "J19_B003776_S139.homo" "J1_B003776_S121.homo"  "J20_B003776_S140.homo" "J21_B003776_S141.homo"
[213] "J22_B003776_S142.homo" "J2_B003776_S122.homo"  "J3_B003776_S123.homo"  "J4_B003776_S124.homo" 
[217] "J5_B003776_S125.homo"  "J6_B003776_S126.homo"  "J7_B003776_S127.homo"  "J8_B003776_S128.homo" 
[221] "J9_B003776_S129.homo"  "K10_B003776_S106.homo" "K11_B003776_S107.homo" "K12_B003776_S108.homo"
[225] "K13_B003776_S109.homo" "K14_B003776_S110.homo" "K15_B003776_S111.homo" "K16_B003776_S112.homo"
[229] "K17_B003776_S113.homo" "K18_B003776_S114.homo" "K19_B003776_S115.homo" "K1_B003776_S145.homo" 
[233] "K20_B003776_S116.homo" "K21_B003776_S117.homo" "K22_B003776_S118.homo" "K2_B003776_S146.homo" 
[237] "K3_B003776_S147.homo"  "K4_B003776_S100.homo"  "K5_B003776_S101.homo"  "K6_B003776_S102.homo" 
[241] "K7_B003776_S103.homo"  "K8_B003776_S104.homo"  "K9_B003776_S105.homo"  "L10_B003776_S130.homo"
[245] "L11_B003776_S131.homo" "L12_B003776_S132.homo" "L13_B003776_S133.homo" "L14_B003776_S134.homo"
[249] "L15_B003776_S135.homo" "L16_B003776_S136.homo" "L17_B003776_S137.homo" "L18_B003776_S138.homo"
[253] "L19_B003776_S139.homo" "L1_B003776_S121.homo"  "L20_B003776_S140.homo" "L21_B003776_S141.homo"
[257] "L22_B003776_S142.homo" "L2_B003776_S122.homo"  "L3_B003776_S123.homo"  "L4_B003776_S124.homo" 
[261] "L5_B003776_S125.homo"  "L6_B003776_S126.homo"  "L7_B003776_S127.homo"  "L8_B003776_S128.homo" 
[265] "L9_B003776_S129.homo"  "M10_B003776_S154.homo" "M11_B003776_S155.homo" "M12_B003776_S156.homo"
[269] "M13_B003776_S157.homo" "M14_B003776_S158.homo" "M15_B003776_S159.homo" "M16_B003776_S160.homo"
[273] "M17_B003776_S161.homo" "M18_B003776_S162.homo" "M19_B003776_S163.homo" "M1_B003776_S145.homo" 
[277] "M20_B003776_S164.homo" "M21_B003776_S165.homo" "M22_B003776_S166.homo" "M2_B003776_S146.homo" 
[281] "M3_B003776_S147.homo"  "M4_B003776_S148.homo"  "M5_B003776_S149.homo"  "M6_B003776_S150.homo" 
[285] "M7_B003776_S151.homo"  "M8_B003776_S152.homo"  "M9_B003776_S153.homo"  "N10_B003776_S178.homo"
[289] "N11_B003776_S179.homo" "N12_B003776_S180.homo" "N13_B003776_S181.homo" "N14_B003776_S182.homo"
[293] "N15_B003776_S183.homo" "N16_B003776_S184.homo" "N17_B003776_S185.homo" "N18_B003776_S186.homo"
[297] "N19_B003776_S187.homo" "N1_B003776_S169.homo"  "N20_B003776_S188.homo" "N21_B003776_S189.homo"
[301] "N22_B003776_S190.homo" "N2_B003776_S170.homo"  "N3_B003776_S171.homo"  "N4_B003776_S172.homo" 
[305] "N5_B003776_S173.homo"  "N6_B003776_S174.homo"  "N7_B003776_S175.homo"  "N8_B003776_S176.homo" 
[309] "N9_B003776_S177.homo"  "O10_B003776_S202.homo" "O11_B003776_S203.homo" "O12_B003776_S204.homo"
[313] "O13_B003776_S1.homo"   "O14_B003776_S2.homo"   "O15_B003776_S207.homo" "O16_B003776_S208.homo"
[317] "O17_B003776_S209.homo" "O18_B003776_S210.homo" "O19_B003776_S211.homo" "O1_B003776_S193.homo" 
[321] "O20_B003776_S212.homo" "O21_B003776_S213.homo" "O22_B003776_S10.homo"  "O2_B003776_S194.homo" 
[325] "O3_B003776_S195.homo"  "O4_B003776_S196.homo"  "O5_B003776_S197.homo"  "O6_B003776_S198.homo" 
[329] "O7_B003776_S199.homo"  "O8_B003776_S200.homo"  "O9_B003776_S201.homo"  "P10_B003776_S22.homo" 
[333] "P11_B003776_S227.homo" "P12_B003776_S228.homo" "P13_B003776_S229.homo" "P14_B003776_S230.homo"
[337] "P15_B003776_S231.homo" "P16_B003776_S232.homo" "P17_B003776_S233.homo" "P18_B003776_S234.homo"
[341] "P19_B003776_S235.homo" "P1_B003776_S13.homo"   "P20_B003776_S236.homo" "P21_B003776_S237.homo"
[345] "P22_B003776_S238.homo" "P2_B003776_S14.homo"   "P3_B003776_S15.homo"   "P4_B003776_S16.homo"  
[349] "P5_B003776_S17.homo"   "P6_B003776_S18.homo"   "P7_B003776_S19.homo"   "P8_B003776_S20.homo"  
[353] "P9_B003776_S21.homo"  

delete the undetermined column

dim(gc_1ng)
[1] 26577   353

combine all three gene count tables into combo_df

dim(combo_df)
[1] 26577  1056

basic stats

length(grep('_1ng', colnames(combo_df_filtered)))
[1] 290
length(grep('_2ng', colnames(combo_df_filtered)))
[1] 291
length(grep('NXT', colnames(combo_df_filtered)))
[1] 292
pdf("~/Desktop/Tn5_exp/venn_cells.pdf")
venn.diagram <- venn(venn.input, snames= c(A="1ng", "2ng", "NXT"), zcolor = c('blue', 'yellow', 'red'))
dev.off()
null device 
          1 
min(cor_1ng[ ,2])
[1] 0.3923059
mean(cor_1ng[ ,2])
[1] 0.8918884
max(cor_1ng[ ,2])
[1] 0.952644
min(cor_2ng[ ,2])
[1] 0.3856844
mean(cor_2ng[ ,2])
[1] 0.8978059
max(cor_2ng[ ,2])
[1] 0.9571795
min(cor_next[ ,2])
[1] 1
mean(cor_next[ ,2])
[1] 1
max(cor_next[ ,2])
[1] 1
pdf("~/Desktop/Tn5_exp/Spear_corr.pdf")
ggplot(df_cor, aes(x = correlation, y = condition, fill=condition)) +
  geom_density_ridges() +
  scale_x_continuous(limits = c(0.65, 1.03)) +
  labs(title = "Correlation by Condition")
ggplot(df_cor, aes(x = correlation, y = condition, fill=condition)) +
  geom_density_ridges(stat = "binline", bins = 30, scale = 0.95, draw_baseline = FALSE) +
  labs(title = "Correlation by Condition and Tissue Type")
ggplot(df_cor, aes(x = correlation, fill=condition)) +
  geom_histogram(bins=20) +
  labs(title = "Correlation by Condition")
ggplot(df_nonext, aes(x = correlation, fill=condition)) +
  geom_histogram(bins=50, alpha =.7) +
  labs(title = "Correlation by Condition")
ggplot(df_nonext, aes(x = correlation, y=condition, fill=condition)) +
  geom_density_ridges2()+
  labs(title = "Correlation by Condition")
ggplot(df_nonext, aes(x = correlation, y=condition, fill=condition)) +
  geom_density_ridges2(stat = "binline", bins = 30, scale = 0.95, draw_baseline = FALSE) +
  labs(title = "Correlation by Condition")
dev.off()
null device 
          1 

---
title: "GC comparison"
output: html_notebook
---

```{r}
library(tidyverse)
library(GGally)
library(psych)
library(data.table)
library(ggridges)
library(plyr)
library(venn)
```


```{r}
gc_nextera <- read.csv("~/Desktop/B003776_nextera_gc.csv")
gc_1ng <- read.csv("~/Downloads/180608_NS500126_0799_AHKM7KBGX5_gene_cell_table.csv")
gc_2ng <- read.csv("~/Downloads/180608_NB501938_0088_AHNFY2BGX5_gene_cell_table.csv")
```
#check for star alignment stats
```{r}
dim(gc_nextera)
dim(gc_1ng)
dim(gc_2ng)

(gc_1ng$gene)[grep("__", (gc_1ng$gene))]
# Subset data 
gc_1ng <- gc_1ng[-grep("__", (gc_1ng$gene)),]
dim(gc_1ng)

(gc_2ng$gene)[grep("__", (gc_2ng$gene))]
# Subset data 
gc_2ng <- gc_2ng[-grep("__", (gc_2ng$gene)),]
dim(gc_2ng)
```

#rename cols
```{r}
colnames(gc_1ng)
colname_1ng <- (do.call(rbind, strsplit(colnames(gc_1ng), "_")))
colnames_1ng_temp <- apply(colname_1ng, 1, function(x) paste(x[1], x[2], x[3], sep = "_"))
colnames(gc_1ng) <- colnames_1ng_temp
#why are there 4733256 undetermined reads in the gc table for 1ng?

colnames(gc_2ng)
colname_2ng <- (do.call(rbind, strsplit(colnames(gc_2ng), "_")))
colnames_2ng_temp <- apply(colname_2ng, 1, function(x) paste(x[1], x[2], x[3], sep = "_"))
colnames(gc_2ng) <- colnames_2ng_temp
#3744336 undetermined reads for 2ng

colnames(gc_nextera)
colname_nextera <- (do.call(rbind, strsplit(colnames(gc_nextera), "_")))
colnames_nextera_temp <- apply(colname_nextera, 1, function(x) paste(x[1], x[2], "NXT", sep = "_"))
colnames(gc_nextera) <- colnames_nextera_temp
```

delete the undetermined column
```{r}
dim(gc_1ng)
#354 columns
gc_1ng$Undetermined_S0.homo_Undetermined <- NULL
dim(gc_1ng)
#353 columns
```

```{r}
dim(gc_2ng)
#354 columns
gc_2ng$Undetermined_S0.homo_Undetermined <- NULL
dim(gc_2ng)
#353 columns
```

combine all three gene count tables into combo_df
```{r}
rownames(gc_1ng) <- gc_1ng$gene_gene_gene
gc_1ng$gene_gene_gene <- NULL
rownames(gc_2ng) <- gc_2ng$gene_gene_gene
gc_2ng$gene_gene_gene <- NULL
rownames(gc_nextera) <- gc_nextera$X_X_NXT
gc_nextera$X_X_NXT <- NULL

combo_df <- cbind(gc_1ng, gc_2ng, gc_nextera)
dim(combo_df)
```

basic stats
```{r}
combo_df1 <- as.data.frame(lapply(combo_df, as.numeric))
rownames(combo_df1) <- row.names(combo_df)
read_counts <- as.data.frame(colSums(combo_df1))
gene_sums <- as.data.frame(rowSums(combo_df1))
gene_counts <- as.data.frame(colSums(combo_df1!= 0))
dim(gene_counts)
dim(combo_df1)
stats <- cbind(gene_counts, read_counts)
colnames(stats) <- c('gene_count', 'read_count')
temp4 <- do.call(rbind, strsplit(rownames(stats), "_", fixed=T))
stats$condition <- temp4[,3]
unique(stats$condition)

df_1ng <- combo_df1[ , (grep(pattern = '_1ng', x = colnames(combo_df1)))]
df_2ng <- combo_df1[ , (grep(pattern = '_2ng', x = colnames(combo_df1)))]
df_NXT <- combo_df1[ , (grep(pattern = '_NXT', x = colnames(combo_df1)))]

exp.genes1 <- (apply(df_1ng, 2, function(x) length(which(x !=0))))
nopass_1ng <- which(exp.genes1 < 500)
length(nopass_1ng)
exp.genes2 <- apply(df_2ng, 2, function(x) length(which(x !=0)))
nopass_2ng <- which(exp.genes2 < 500)
length(nopass_2ng)
exp.genes3 <- apply(df_NXT, 2, function(x) length(which(x !=0)))
nopass_NXT <- which(exp.genes3 < 500)
length(nopass_NXT)

pdf("~/Desktop/Tn5_exp/gene_count_by_condition.pdf")
ggplot(stats, aes(x = stats$gene_count, y=stats$condition, fill= stats$condition)) +
  geom_density_ridges2(stat = "binline", bins = 30, scale = 0.95, draw_baseline = FALSE) + theme_ridges() + geom_vline(xintercept = 500) +xlab("gene count") + ylab("condition") + labs(fill="Condition") + labs(title = "Distribution of gene counts by Condition") + theme(plot.title = element_text(hjust=1))
dev.off()


read_counts1 <- colSums((combo_df1))
gene_counts1 <- (colSums(combo_df1!= 0))
combo_df_filtered = combo_df1[,(read_counts1>5000)] # can change read 
combo_df_filtered <- combo_df1[,(gene_counts1>=500)]
dim(combo_df1)
dim(combo_df_filtered)

```

```{r}
# generate a list of gc tables by condition
conditions <- c("1ng", "2ng", "NXT") # modify based on experiment setup
num_conditions <- length(conditions)
gc_list <- vector("list", length = num_conditions)
cellname_list <- vector("list", length = num_conditions)
cellname_combo_list <- vector("list", length = num_conditions)
for (i in 1:num_conditions) {
  gc_list[[i]] = combo_df_filtered[,grep(conditions[i], colnames(combo_df_filtered))]
  cellname_list[[i]] = do.call(rbind,strsplit(colnames(gc_list[[i]]), "_"))
  cellname_combo_list[[i]] = apply(cellname_list[[i]], 1, function(x) paste(x[1], x[2], sep = "_"))
}

list_1 <- colnames(gc_list[[1]])
list_1.1 <- do.call(rbind,strsplit(colnames(gc_list[[1]]), "_"))
list_1 <- apply(cellname_list[[1]], 1, function(x) paste(x[1], x[2], sep = "_"))
list_2 <- colnames(gc_list[[2]])
list_2.1 <- do.call(rbind,strsplit(colnames(gc_list[[2]]), "_"))
list_2 <- apply(cellname_list[[2]], 1, function(x) paste(x[1], x[2], sep = "_"))
list_next <- colnames(gc_list[[3]])
list_next.1 <- do.call(rbind,strsplit(colnames(gc_list[[3]]), "_"))
list_next <- apply(cellname_list[[3]], 1, function(x) paste(x[1], x[2], sep = "_"))

#make venn plot of genes shared by conditions
venn.input <- list(list_1, list_2, list_next)
pdf("~/Desktop/Tn5_exp/venn_cells.pdf")
venn.diagram <- venn(venn.input, snames= c(A="1ng", "2ng", "NXT"), zcolor = c('blue', 'yellow', 'red'))
dev.off()

common_cells <- paste(Reduce(intersect, cellname_combo_list), collapse = "|")
num_cells <- length(Reduce(intersect, cellname_combo_list))
gc_list = lapply(gc_list, function(x) x[,grep(common_cells, colnames(x))])

# determine avg read counts
median_read_counts <- sapply(gc_list, function(x) median(colSums(x)))
mean_read_counts <- sapply(gc_list, function(x) mean(colSums(x)))

# normalize gc tables by total reads
gc_list_norm <- lapply(gc_list, function(x) as.data.frame(apply(x, 2, function(y) (y*1000000/sum(y)+1))))
gc_list_normlog <- lapply(gc_list, function(x) as.data.frame(apply(x, 2, function(y) log2((y*1000000/sum(y)+1)))))
```

```{r}
# Correlation Calculation
# generate correlation dataframe (conditions, correlation, tissue type) with cells present in all conditions
cor_NXT <- lapply(gc_list_normlog, function(x) diag(cor(x,gc_list_norm[[3]], method = "spearman"))) # change 3 depending on what you want to correlate to

df_cor <- as.data.frame(matrix(ncol = 2, nrow = num_cells*num_conditions))
colnames(df_cor) = c("condition", "correlation")
#tissue_type = c(rep("Lung",112), rep("Heart_RA", 59), rep("Heart_RV", 180), rep("Aorta",33)) # change depending on tissue type
common_cells_int = as.integer(Reduce(intersect,cellname_combo_list))
#tissue_type_final = tissue_type[common_cells_int]
for (i in 1:num_conditions) {
  cell_range = ((i-1)*num_cells+1):(i*num_cells)
  df_cor[cell_range,1] = rep(conditions[i], num_cells)
  df_cor[cell_range,2] = cor_NXT[[i]]
  #df_cor[cell_range,3] = tissue_type_final
}

cor_1ng <- filter(df_cor, condition=='1ng')
cor_2ng <- filter(df_cor, condition=='2ng')
cor_next <- filter(df_cor, condition=='NXT')

min(cor_1ng[ ,2])
mean(cor_1ng[ ,2])
max(cor_1ng[ ,2])

min(cor_2ng[ ,2])
mean(cor_2ng[ ,2])
max(cor_2ng[ ,2])

min(cor_next[ ,2])
mean(cor_next[ ,2])
max(cor_next[ ,2])
```


```{r}
# Plots Spearman Cor
df_nonext <- filter(df_cor, condition == '2ng' | condition == '1ng')
df_1ng <- filter(df_cor, condition == '1ng')
dim(df_1ng)
df_2ng <- filter(df_cor, condition == '2ng')
dim(df_2ng)

pdf("~/Desktop/Tn5_exp/Spear_corr.pdf")
ggplot(df_cor, aes(x = correlation, y = condition, fill=condition)) +
  geom_density_ridges() +
  scale_x_continuous(limits = c(0.65, 1.03)) +
  labs(title = "Correlation by Condition")

ggplot(df_cor, aes(x = correlation, y = condition, fill=condition)) +
  geom_density_ridges(stat = "binline", bins = 30, scale = 0.95, draw_baseline = FALSE) +
  labs(title = "Correlation by Condition and Tissue Type")

ggplot(df_cor, aes(x = correlation, fill=condition)) +
  geom_histogram(bins=20) +
  labs(title = "Correlation by Condition")

ggplot(df_nonext, aes(x = correlation, fill=condition)) +
  geom_histogram(bins=50, alpha =.7) +
  labs(title = "Correlation by Condition")

ggplot(df_nonext, aes(x = correlation, y=condition, fill=condition)) +
  geom_density_ridges2()+
  labs(title = "Correlation by Condition")

ggplot(df_nonext, aes(x = correlation, y=condition, fill=condition)) +
  geom_density_ridges2(stat = "binline", bins = 30, scale = 0.95, draw_baseline = FALSE) +
  labs(title = "Correlation by Condition")
dev.off()
```


```{r}
# make gene expression plots
for (i in 1:length(gc_list_normlog)) {
  ge_pathname = file.path(cwd, conditions[i])
  }
  for (j in 1:ncol(gc_list_normlog[[i]])) {
    ge_df = as.data.frame(cbind(gc_list_normlog[[3]][15], gc_list_normlog[[3]][15])) # change 3 to condition you're comparing to
    colnames(ge_df) = c("expt", "NXT") # modify accordingly
    
    ge_filename = paste(conditions[i], "_", common_cells_int[j], ".png", sep = "")
    bounds = predict(lm(NXT ~ expt, data = ge_df), interval = "confidence", level = 0.95)
    ge_plot = ggplot(data = ge_df, aes(x = expt, y = NXT)) + 
      geom_point() +
      geom_line(aes(y = bounds[,2]), color = "red", linetype = "dashed") +
      geom_line(aes(y = bounds[,3]), color = "red", linetype = "dashed") +
      geom_smooth(method = "lm", se = TRUE) +
      labs(title = paste(conditions[3], "vs. NXT Cell", common_cells_int[j], "Log 2 Gene Expression", sep = " "))
    ggsave(filename = file.path(ge_pathname, ge_filename))
  }




   ge_df = as.data.frame(cbind(gc_list_normlog[[2]][15], gc_list_normlog[[3]][15])) # change 3 to condition you're comparing to
    colnames(ge_df) = c("expt", "NXT") # modify accordingly
    
    bounds = predict(lm(NXT ~ expt, data = ge_df), interval = "confidence", level = 0.95)
    ge_plot2 = ggplot(data = ge_df, aes(x = expt, y = NXT)) + 
      geom_point() +
      geom_line(aes(y = bounds[,2]), color = "red", linetype = "dashed") +
      geom_line(aes(y = bounds[,3]), color = "red", linetype = "dashed") +
      geom_smooth(method = "lm", se = TRUE) +
      labs(title = paste(conditions[2], "vs. NXT Cell", common_cells_int[j], "Log 2 Gene Expression", sep = " "))

   ge_df = as.data.frame(cbind(gc_list_normlog[[1]][15], gc_list_normlog[[3]][15])) # change 3 to condition you're comparing to
    colnames(ge_df) = c("expt", "NXT") # modify accordingly
    
    bounds = predict(lm(NXT ~ expt, data = ge_df), interval = "confidence", level = 0.95)
    ge_plot3 = ggplot(data = ge_df, aes(x = expt, y = NXT)) + 
      geom_point() +
      geom_line(aes(y = bounds[,2]), color = "red", linetype = "dashed") +
      geom_line(aes(y = bounds[,3]), color = "red", linetype = "dashed") +
      geom_smooth(method = "lm", se = TRUE) +
      labs(title = paste(conditions[1], "vs. NXT Cell", common_cells_int[j], "Log 2 Gene Expression", sep = " "))

   ge_df = as.data.frame(cbind(gc_list_normlog[[1]][15], gc_list_normlog[[2]][15])) # change 3 to condition you're comparing to
    colnames(ge_df) = c("expt", "NXT") # modify accordingly
    
    bounds = predict(lm(NXT ~ expt, data = ge_df), interval = "confidence", level = 0.95)
    ge_plot4 = ggplot(data = ge_df, aes(x = expt, y = NXT)) + 
      geom_point() +
      geom_smooth(method = "lm") +
      labs(title = paste(conditions[1], "vs.", conditions[2], "Log 2 Gene Expression", sep = " "))

```
